Concepedia

Sotiris Pelekis

SP

8

Publications

195

Citations

8

H-Index

2022

Active since

Affiliations

National Technical University of Athens(Current)

Sotiris Pelekis is an author at National Technical University of Athens specializing in data science, predictive analytics, and forecasting.

Top concepts

Smart GridEngineeringForecastingData ScienceDeep LearningComputer ScienceMachine LearningComputer EngineeringPredictive AnalyticsSystems Engineering

Publications per year

2022–2024

8

Publications

8

Targeted demand response for flexible energy communities using clustering techniques

Sotiris Pelekis, Angelos Pipergias, Evangelos Karakolis et al. · Sustainable Energy Grids and Networks · 2023 · 44 citations · Full text

Federated Learning for Enhanced Cybersecurity and Trustworthiness in 5G and 6G Networks: A Comprehensive Survey

Afroditi Blika, Stefanos Palmos, George Doukas et al. · IEEE Open Journal of the Communications Society · 2024 · 33 citations · Full text

A comparative assessment of deep learning models for day-ahead load forecasting: Investigating key accuracy drivers

Sotiris Pelekis, Ioannis-Konstantinos Seisopoulos, Evangelos Spiliotis et al. · Sustainable Energy Grids and Networks · 2023 · 29 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +19

An Advanced Visualisation Engine with Role-Based Access Control for Building Energy Visual Analytics

Georgios Kormpakis, Panagiotis Kapsalis, Konstantinos Alexakis et al. · 2022 · 20 citations · Full text

In Search of Deep Learning Architectures for Load Forecasting: A Comparative Analysis and the Impact of the Covid-19 Pandemic on Model Performance

Sotiris Pelekis, Evangelos Karakolis, F.J.G. Silva et al. · 2022 · 20 citations · Full text

Artificial Intelligence, Forecasting Methodology, Engineering +18

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